A tech company accidentally spent $500 million on Claude AI licenses in a single month, according to an AI consultant. The company gave employees unrestricted access to Anthropic’s Claude platform, with no cap on how many licenses workers could request.
The news spread quickly online. Social media users reacted with disbelief, with one comparing the sum to buying private jets, superyachts, and an island, all consumed by AI tokens.
Several major companies have spent heavily on Claude AI tools and are now questioning whether the costs are worth it. Microsoft pulled back most of its Claude Code licenses, citing costs, and shifted to GitHub’s Copilot CLI.
Uber ran out of its full-year Claude Code budget by April. Andrew Macdonald, Uber’s chief operating officer, said there is no clear connection between greater AI usage and better customer outcomes.
Companies are cutting Claude AI spending, and experts agree
Amazon also reversed course. The company had an internal leaderboard tracking AI token usage, with workers reporting pressure to show high numbers. Senior Vice President Dave Treadwell told staff to stop using AI without purpose and to focus on solving real business and customer problems.
A single company accidentally ran up a $500 million bill in one month on Anthropic's AI tools after failing to set usage limits on employee Claude licenses, an AI consultant told Axios. pic.twitter.com/TCH1Fd0ykE
— Open Source Intel (@Osint613) May 29, 2026
Ali Ansari, CEO of model training firm Micro1, told a news outlet that the shift away from AI overuse is a healthy correction. He said AI works reliably today mainly in software development, and applying it more broadly drives up costs without clear returns.
Sophia Velastegui, CEO of Velastegui Ventures and a former chief AI officer at Microsoft, said employees tend to use AI for tasks they find tedious rather than those that create real business value. She said that handing out AI licenses broadly and waiting for results is not a strategy that is working.
Token costs, data limits, and job cuts pile up
One chief technology officer, who was not named, shared that employees were using enterprise AI tools for low-value tasks, including checking the weather. Enterprise plans charge per token, so that basic queries can add up fast.
Josh Pantony, CEO of Boosted.ai, shared that AI tools perform worse when companies restrict access to internal data.
Moreover, Anuj Kapur, CEO of CloudBees, said that rising AI costs are pushing some firms toward layoffs, as cutting staff may be the only way to offset the bills.
Consumer trust in AI is also declining, with workers at many companies resisting pressure to use the tools.
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